{"id":4135,"date":"2020-11-24T06:34:03","date_gmt":"2020-11-24T06:34:03","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2020\/11\/24\/data-science-central-weekly-digest-23-nov-2020\/"},"modified":"2020-11-24T06:34:03","modified_gmt":"2020-11-24T06:34:03","slug":"data-science-central-weekly-digest-23-nov-2020","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2020\/11\/24\/data-science-central-weekly-digest-23-nov-2020\/","title":{"rendered":"Data Science Central Weekly Digest, 23 Nov 2020"},"content":{"rendered":"<p>Author: Kurt Cagle<\/p>\n<div>\n<table align=\"center\" border=\"0\" cellspacing=\"0\" style=\"background-color: transparent; width: 620px;\">\n<tbody>\n<tr>\n<td align=\"center\" style=\"padding: 4px;\"><a href=\"https:\/\/www.trifacta.com\/gated-form\/g2-grid-relationship-report\/?utm_source=dscad\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/multimedia.getresponse360.com\/datascience-B\/photos\/79834e97-cbf7-4e35-b529-4b04ab0e9050.jpg\" style=\"width: 620px; height: auto;\" width=\"728\" height=\"90\" alt=\"Real Users Rate Top 8 Data Prep Tools\" title=\"Real Users Rate Top 8 Data Prep Tools\"><\/a><\/td>\n<\/tr>\n<tr>\n<td align=\"center\" style=\"padding: 3px; font-family: Arial, Helvetica, sans-serif; font-size: 13px; color: #333333;\"><span style=\"font-size: 16px;\"><strong>Data Science Central Weekly Digest, 23 Nov 2020<\/strong><\/span><\/td>\n<\/tr>\n<tr align=\"center\">\n<td valign=\"top\">\n<table align=\"center\" border=\"0\" cellspacing=\"0\" style=\"background-color: #ffffff; border: 1px solid #cccccc; border-collapse: collapse; border-spacing: 0px;\">\n<tbody>\n<tr>\n<td valign=\"top\" width=\"100%\"><a href=\"https:\/\/www.datasciencecentral.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" alt=\"\" border=\"0\" hspace=\"0\" src=\"https:\/\/multimedia.getresponse360.com\/datascience-B\/photos\/a483b8a6-d315-4a76-a677-95a78e5a9ef9.png\" style=\"display: block; width: 620px; height: auto;\" title=\"\" vspace=\"0\" width=\"620\"><\/a><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" style=\"font-family: Arial, Helvetica, sans-serif; font-size: 13px; padding: 5px;\" valign=\"top\">\n<div style=\"margin: 1em 0;\">Welcome to the DSC Weekly Digest, a production of Data Science Central. Every week, we pick out the newest and brightest articles on the topic of data &#8230; and how it informs our lives, powers our applications, and provides insights into our world.<\/div>\n<div style=\"margin: 1em 0;\">\n<hr>\n<\/div>\n<div style=\"margin: 1em 0;\">\n<div style=\"margin: 1em 0px;\"><strong><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/multimedia.getresponse360.com\/datascience-B\/photos\/cd2a7f86-64fd-48fc-9b69-210f839351be.jpg\" width=\"620\" height=\"349\" alt=\"An old fashioned editor's desk with DSC logos\" title=\"The Editor's Desk\"><\/strong><\/div>\n<div style=\"margin: 1em 0px;\"><strong>From the Editor&#8217;s Desk<\/strong><\/div>\n<div style=\"margin: 1em 0px;\">American Thanksgiving will be &#8230; weird this week. The Covid-19 pandemic has entered its second wave with a vengeance, as worldwide there will be 60 million cases and 1.5 million deaths, with a quarter-million of those deaths in the United States. Families will likely be gathering together only over videoconferencing software, which ironically will result in fewer turkeys being consumed. People are still traveling, but air traffic is likely to be way down this year compared to last.<\/div>\n<div style=\"margin: 1em 0px;\">It&#8217;s worth reflecting on both the power and the danger of data science and machine learning. The power should be obvious, but let me state it: Within nine months, in a world-wide venture across thousands of different research groups, we&#8217;re seeing vaccine solutions and treatments appear in an amazingly short period of time. This has happened primarily because these groups communicated their data and findings with one another.<\/div>\n<div style=\"margin: 1em 0px;\">This is important to remember. Hoarding data does a service to no one. Without adequate data sharing, too much time is spent trying to pull together critical data in the first place, too little oversight exists on the data to make sure it is both valid and usable, and all too often this translates into too much duplication in dead-end research.<\/div>\n<div style=\"margin: 1em 0px;\">At the same time, there is also too much danger coming from the politicization of data. One of the responsibilities of data scientists is to speak up for the science behind that data, to make it clear that good data collection and analysis benefits everyone in the long run.<\/div>\n<div style=\"margin: 1em 0px;\">Below are a few data aperitifs for your consumption. If you are interested in writing for Data Science Central check out our guidelines&nbsp;<a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/so-you-want-to-write-for-dsc-1\" target=\"_blank\" rel=\"noopener noreferrer\">here<\/a>, and as always&nbsp;<a href=\"mailto:kcagle@techtarget.com\">let us know what you think<\/a>.<\/div>\n<div style=\"margin: 1em 0px;\">\n<hr>\n<\/div>\n<div style=\"margin: 1em 0px;\">\n<div style=\"margin: 1em 0px;\"><strong>Announcements<\/strong><\/div>\n<ul>\n<li><a href=\"https:\/\/urldefense.proofpoint.com\/v2\/url?u=https-3A__admissions.barcelonagse.eu_masters-2Ddata-2Dscience-3Futm-5Fsource-3DDSCentral-26utm-5Fmedium-3De-2Dshot-26utm-5Fcampaign-3D-2520DS-5FWeeklyDigest2-26utm-5Fterm-3DNovember&amp;d=DwMFaQ&amp;c=tEbGsWWjqkBSpaWdXc_mdMSanI1bDu-FKXiKGCfVmPM&amp;r=o9fjNm_qw-K81xhuXabPiwXl2FnJVIQnrZ19kWPwY-M&amp;m=TEsLYPWMLSE5ZLGnbHjQF-DpWL4EOa6B1A84-DunmtA&amp;s=QowqBId1jo5qH41UHa2Iu8wsm4KlN5NTbgewP6_7Rr4&amp;e=\">Barcelona GSE Master&rsquo;s Degree in Data Science.<\/a>\n<p class=\"MsoNormal\"><span style=\"color: #222222;\">Two different programs to get solid knowledge of statistical and machine learning methods, optimization and computing, and understand the causal relationships behind data. Challenge yourself for a top professional career in the era of the digital revolution. Apply before January 15, 2021 and have more chances of getting admission and financial support.<\/span><span style=\"color: #444444;\">&nbsp;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin: 0in;\">Stop managing financial spreadsheets &amp; start delivering value.<br \/> Gain insights into your financial transaction data by automating reporting in this webinar on November 12, 2020.<\/p>\n<p><\/p>\n<p style=\"margin: 0in;\"><a href=\"https:\/\/www.knime.com\/about\/events\/stop-managing-financial-spreadsheets-start-delivering-value-with-knime?utm_source=dsc&amp;utm_medium=email&amp;utm_term=NL&amp;utm_content=newsletter&amp;utm_campaign=Finance\">Learn more.<\/a><\/p>\n<\/li>\n<\/ul>\n<div style=\"margin: 1em 0px;\">\n<hr>\n<\/div>\n<div style=\"margin: 1em 0px;\"><strong>DSC Featured Articles<\/strong><\/div>\n<ul>\n<li><span style=\"font-size: small;\"><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/unlocking-the-steps-to-become-a-data-scientist-in-2021\" style=\"font-size: 1.17em;\">Elements of a Viable Machine Learning Algorithm<\/a><\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/6448529:BlogPost:1003548\">How Can Your Organization Manage AI Model Biases?<\/a>+<\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/unlocking-the-steps-to-become-a-data-scientist-in-2021\">Unlocking the Steps to Become a Data Scientist in 2021<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/time-series-feature-extraction-with-easy-one-line-of-python-code\">Time-Series Feature Extraction with Easy One Line of Python Code<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/the-state-of-the-art-in-implementing-machine-learning-for-mobile\">The State of the Art in Implementing Machine Learning for Mobile Apps<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/intelligent-automation-just-add-ai-to-your-rpa\">Intelligent Automation &ndash; Just Add AI to your RPA<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/ai-ml-applications-in-law-and-compliance\">AI\/ML Applications in Law and Compliance<\/a><\/li>\n<\/ul>\n<\/div>\n<div style=\"margin: 1em 0px;\">\n<table style=\"font-family: 'Times New Roman'; width: 568px; height: 847px;\">\n<tbody>\n<tr>\n<td align=\"left\" valign=\"top\" style=\"font-family: Arial, Helvetica, sans-serif; font-size: 13px;\">\n<p><b>Articles From Tech Target<\/b><\/p>\n<ul>\n<li><a href=\"https:\/\/searchenterpriseai.techtarget.com\/podcast\/Why-AI-adoption-in-the-enterprise-continues-to-lag\" target=\"_blank\" rel=\"noopener noreferrer\">Why AI adoption in the enterprise continues to lag<\/a><\/li>\n<li><a href=\"https:\/\/searchhealthit.techtarget.com\/news\/252492335\/To-prep-for-COVID-19-vaccine-distribution-CIOs-turn-to-data\" target=\"_blank\" rel=\"noopener noreferrer\">To prep for COVID-19 vaccine distribution, CIOs turn to data<\/a><\/li>\n<li><a href=\"https:\/\/searchenterpriseai.techtarget.com\/feature\/Why-AI-literacy-is-critical-even-for-non-technical-employees\" target=\"_blank\" rel=\"noopener noreferrer\">Why AI literacy is critical, even for non-technical employees<\/a><\/li>\n<li><a href=\"https:\/\/searchhrsoftware.techtarget.com\/tip\/6-ways-AI-can-improve-the-talent-acquisition-process\" target=\"_blank\" rel=\"noopener noreferrer\">6 ways AI can improve the talent acquisition process<\/a><\/li>\n<li><a href=\"https:\/\/searchstorage.techtarget.com\/news\/252492333\/COVID-19-research-generates-big-data-invaluable-info\" target=\"_blank\" rel=\"noopener noreferrer\">COVID-19 research generates big data, invaluable info<\/a><\/li>\n<\/ul>\n<hr>\n<p><strong>Picture of the Week<\/strong><\/p>\n<p><a href=\"https:\/\/storage.ning.com\/topology\/rest\/1.0\/file\/get\/8073414678?profile=original\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/storage.ning.com\/topology\/rest\/1.0\/file\/get\/8202695085?profile=RESIZE_710x\" width=\"620\" height=\"350\" alt=\"Goodhart's Law\" title=\"Goodhart's Law\" style=\"border: 2px outset navy;\"><\/a><\/p>\n<p style=\"text-align: center;\"><i>Source:&nbsp;<\/i><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/6448529:BlogPost:1003548\">How Can Your Organization Manage AI Model Biases?<\/a><\/p>\n<p style=\"text-align: center;\"><i>&nbsp;<\/i><\/p>\n<div align=\"center\">\n<hr style=\"font-family: 'Times New Roman'; 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font-size: 14px;\"><strong>Follow us on Twitter<\/strong>:&nbsp;<a href=\"https:\/\/www.twitter.com\/datasciencectrl\">@DataScienceCtrl<\/a>&nbsp;|&nbsp;<a href=\"https:\/\/www.twitter.com\/analyticbridge\">@AnalyticBridge<\/a><\/span><\/div>\n<\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<table align=\"center\" border=\"0\" cellspacing=\"0\" style=\"background-color: #ffffff; width: 620px;\">\n<tbody>\n<tr>\n<td valign=\"top\"><\/td>\n<td align=\"left\" style=\"font-family: Arial, Helvetica, sans-serif; font-size: 13px;\" valign=\"top\" width=\"160\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<tr>\n<td height=\"30\"><\/p>\n<div style=\"margin: 1em 1em;\"><\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><a href=\"https:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1003573\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Kurt Cagle Data Science Central Weekly Digest, 23 Nov 2020 Welcome to the DSC Weekly Digest, a production of Data Science Central. Every week, [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2020\/11\/24\/data-science-central-weekly-digest-23-nov-2020\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":4136,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/4135"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=4135"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/4135\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/4136"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=4135"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=4135"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=4135"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}